Need help for one-to one linear transformation

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Discussion Overview

The discussion revolves around the properties of linear transformations, specifically focusing on the conditions under which the composition of two linear transformations is one-to-one. Participants explore three main questions regarding the implications of one-to-one transformations and provide examples to illustrate these concepts.

Discussion Character

  • Technical explanation
  • Mathematical reasoning
  • Homework-related

Main Points Raised

  • Post 1 presents the main questions regarding the one-to-one nature of the transformations T and S, and their composition ST.
  • Some participants discuss the implications of T being one-to-one, noting that there is a unique vector in V such that T(v)=O, although there is some confusion about the number of such vectors.
  • Angela initially states that there could be more than one vector in V such that T(v)=O, but later corrects herself, asserting that there is only one such vector.
  • Post 5 provides a proof for the second question, arguing that if ST is one-to-one, then T must also be one-to-one, using a contradiction approach based on the definitions of one-to-one functions.
  • Post 5 also notes that the linearity of S and T was not utilized in the proof, suggesting that the result may hold for general functions.

Areas of Agreement / Disagreement

Participants express some confusion regarding the uniqueness of the vector in V for which T(v)=O, leading to a correction from Angela. There is no consensus on the examples for the third question, and the discussion remains unresolved regarding the specific examples of transformations T and S.

Contextual Notes

There is a lack of clarity regarding the assumptions made about the transformations and the implications of their properties. The discussion also highlights the need for precise definitions and conditions when discussing linear transformations and their compositions.

Who May Find This Useful

Students and individuals studying linear algebra, particularly those interested in the properties of linear transformations and their compositions.

angela123
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Question: Let T:V-->W and S:W-->U be linear transformation.Show that
1) If T and S are one-to-one,then ST is one-to one
2) If ST is one-to-one,then T is one-to-one
3)Give example of two linear transformations T and S, such
that ST is one-to-one ,but S is not.

For 1),Since T is one-to-one,there is some vector in V,such that T(v)=O
Since S is one-to-one,there is some vector in W,such that S(w)=O
If ST is one-to-one,then there is some vector t in T,such that
ST(t)=S(T(t))=O,so how could I proof T(t)=w?

How about question 2) &3)
 
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Since T is one-to-one,there is some vector in V,such that T(v)=O
How many are there?
 
It could be more than One vector in V, such that T(v)=O,I know Ker T=O


Angela
 
Sorry, I made a mistake,It has only One vector in V, such that T(v)=O




Angela
 
Here is one way to do:
2) If ST is one-to-one,then T is one-to-one

Proof: Suppose T is not one-to-one. Then there exists x, y in V, x != y, such that T(x) = T(y).Then ST(x) = S(T(x)) = S(T(y)) = ST(y) but x != y, and thus ST is not one-to-one.

You should try to give a direct proof for practice. Also notice the fact that S and T are linear transformations was never used and so this result holds for functions in general.
 
Last edited:

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